Interactive Leaflet Test of SVI, COI, COVID, and Geo boundaries


This is a test display of an interactive leaflet in a flexdashboard. The leaflet contains NYC specific data on Social Vulnerability, Child Opportunity, and County/Census/Zip geographic boundaries.

Scatter plot of Social Vulnerability percentile ranks of each Census Tract by County


The following is a scatter plot of Social Vulnerability by Census Tract by County. Alpha reduced to show overlap/density. From the clustering of points, we can see that majority of the census tracts within the Bronx County are ranked high in social vulnerability, tracts in Kings and Queens county show relatively the same story, but with a greater level of distribution in social vulnerability, tracts in New York and Richmond counties are relatively dispersed.

Stacked bar chart of the proportion of Social Vulnerability categories


The following is a stacked bar chart of the proportion of each of the SVI categories by County. This shows the same story as the scatter plot but in proportions .

# A tibble: 19 x 4
   cat                       c5_COI_nat     n perc_total
   <ord>                     <ord>      <int>      <dbl>
 1 Highest Vulnerability     Very Low     486    22.4   
 2 Highest Vulnerability     Low           51     2.35  
 3 Highest Vulnerability     Moderate       6     0.277 
 4 High Medium Vulnerability Very Low     256    11.8   
 5 High Medium Vulnerability Low          211     9.74  
 6 High Medium Vulnerability Moderate      63     2.91  
 7 High Medium Vulnerability High          10     0.462 
 8 Low Medium Vulnerability  Very Low     103     4.76  
 9 Low Medium Vulnerability  Low          202     9.33  
10 Low Medium Vulnerability  Moderate     159     7.34  
11 Low Medium Vulnerability  High          66     3.05  
12 Low Medium Vulnerability  Very High      9     0.416 
13 Low Medium Vulnerability  <NA>           2     0.0923
14 Lowest Vulnerability      Very Low      27     1.25  
15 Lowest Vulnerability      Low           57     2.63  
16 Lowest Vulnerability      Moderate     114     5.26  
17 Lowest Vulnerability      High         161     7.43  
18 Lowest Vulnerability      Very High    139     6.42  
19 Lowest Vulnerability      <NA>          44     2.03  
     system_code community_district borough_block_lot  ctny_cname
1         84X489                203        2026090002   360051001
2         84X588                203        2026090002   360051001
3         84X606                202        2027610030  3600511502
4         84X730                202        2027550125  3600511502
5         08X201                202        2027630279  3600511700
6         84X345                202        2027630279  3600511700
7         08X424                202        2027630279  3600511700
8         08X075                202        2027470001  3600511900
9         75X811                203        2030070008  3600512300
10        75X811                203        2030070008  3600512300
11        12X321                203        2029750037  3600512500
12        12X150                202        2027170005  3600512701
13        84X185                202        2026990045  3600512901
14        84X200                202        2026980012  3600512901
15        12X446                202        2026980012  3600512901
16        12X480                202        2026980012  3600512901
17        79X580                202        2026980012  3600512901
18        12X158                203        2026710011  3600513100
19        12X245                203        2026710011  3600513100
20        12X248                202        2026920014  3600513100
21        12X267                203        2026710011  3600513100
22        12X278                202        2026920014  3600513100
23        12X479                203        2026710011  3600513100
24        84X482                203        2026710011  3600513100
25        84X202                203        2026680001  3600513300
26        08X559                203        2026680001  3600513300
27        08X650                203        2026680001  3600513300
28        12X198                203        2026720001  3600513500
29        12X212                203        2026720001  3600513500
30        09X297                203        2026340001  3600513500
31        12X400                203        2026340001  3600513500
32        09X403                203        2026340001  3600513500
33        09X404                203        2026340001  3600513500
34        12X463                203        2026720001  3600513500
35        09X543                203        2026340001  3600513500
36        84X587                203        2026720001  3600513500
37        09X132                203        2023900001  3600514500
38        84X706                203        2023730014  3600514500
39        09X215                203        2029250001  3600514701
40        09X219                203        2029250001  3600514701
41        09X250                203        2029250056  3600514701
42        09X250                203        2029250056  3600514701
43        09X260                203        2029250056  3600514701
44        09X260                203        2029250056  3600514701
45        09X517                203        2029250001  3600514701
46        09X055                203        2029020001  3600514702
47        84X494                203        2029020001  3600514702
48        09X002                203        2026150014  3600514900
49        09X063                203        2026150014  3600514900
50        09X110                203        2029320001  3600514900
51        09X128                203        2029320001  3600514900
52        84X177                203        2026150014  3600514900
53        75X186                203        2029690001  3600515100
54        75X010                210        2055470001  3600515200
55        08X101                210        2055470001  3600515200
56        08X304                210        2055470001  3600515200
57        12X061                203        2029390045  3600515300
58        12X134                203        2029650082  3600515300
59        12X190                203        2029390045  3600515300
60        12X098                203        2029390093  3600515500
61        12X251                203        2029390093  3600515500
62        12X262                203        2029390093  3600515500
63        12X511                203        2029390093  3600515500
64        12X050                203        2029960010  3600515700
65        12X066                203        2030080001  3600515700
66        12X286                203        2030080001  3600515700
67        12X314                203        2029960010  3600515700
68        12X458                203        2029960010  3600515700
69        12X682                203        2030130001  3600515700
70        08X072                210        2054400001  3600515800
71        08X192                210        2054380001  3600515800
72        08X366                210        2054380001  3600515800
73        08X371                210        2054380001  3600515800
74        08X392                210        2054380001  3600515800
75        08X467                210        2054380001  3600515800
76        12X216                202        2027140004  3600515900
77        12X217                202        2027140004  3600515900
78        12X341                202        2027140004  3600515900
79        84X346                202        2027140004  3600515900
80        12X384                202        2027140004  3600515900
81        84X165                209        2035620061     3600516
82        08X069                209        2035240020   360051600
83        08X182                209        2035640001   360051600
84        08X182                209        2035640001   360051600
85        08X295                209        2036040039   360051600
86        08X305                209        2036040039   360051600
87        08X312                209        2036040039   360051600
88        08X376                209        2036040039   360051600
89        08X377                209        2036040039   360051600
90        08X432                209        2036040039   360051600
91        08X450                209        2036040039   360051600
92        08X452                209        2036040039   360051600
93        08X540                209        2036040039   360051600
94        08X561                209        2036040039   360051600
95        12X271                203        2029830015  3600516100
96        09X004                203        2029300075  3600516500
97        84X133                203        2029300075  3600516500
98        09X276                203        2029300075  3600516500
99        09X525                203        2028980001  3600516500
100       09X241                203        2029130001  3600516700
101       09X252                203        2029130001  3600516700
102       09X263                203        2029130001  3600516700
103       09X313                203        2028970005  3600516700
104       09X339                203        2028970005  3600516700
105       09X570                203        2028970005  3600516700
106       84X703                203        2029290008  3600516700
107       09X042                203        2029030023  3600516900
108       84X717                203        2028950068  3600516900
109       09X145                204        2024240001  3600517300
110       09X325                204        2024240001  3600517300
111       09X328                204        2024240001  3600517300
112       84X380                204        2024240001  3600517300
113       09X593                204        2024240001  3600517300
114       09X594                204        2024240001  3600517300
115       09X022                204        2024380050  3600517500
116       09X053                204        2024350075  3600517500
117       09X323                204        2024380050  3600517500
118       09X571                204        2024380050  3600517500
119       09X088                204        2028300017  3600517902
120       09X090                204        2024560100  3600518102
121       09X443                204        2024560100  3600518102
122       09X457                204        2024560100  3600518102
123       09X035                204        2024460043  3600518302
124       09X166                204        2024460043  3600518302
125       09X324                204        2024460043  3600518302
126       09X449                204        2024460043  3600518302
127       09X454                204        2024460043  3600518302
128       09X505                204        2024450006  3600518302
129       08X014                210        2053130092  3600518400
130       08X140                203        2026270009  3600518500
131       08X146                203        2026320027  3600518500
132       08X301                203        2026310048  3600518500
133       09X073                204        2025040082  3600518900
134       84X461                204                 0  3600518900
135       84X309                201                 0   360051900
136       09X361                204        2025270032  3600519300
137       08X293                210        2053680001  3600519400
138       08X320                210        2053680001  3600519400
139       08X348                210        2053680001  3600519400
140       08X349                210        2053680001  3600519400
141       08X405                210        2053680001  3600519400
142       08X558                210        2053680001  3600519400
143       08X569                210        2053680001  3600519400
144       09X218                204        2024800008  3600519700
145       09X126                204        2025260083  3600519900
146       08X107                209        2035910050   360052000
147       75X012                210        2039830001  3600520000
148       09X011                204        2025290081  3600520100
149       09X109                205        2028770393  3600520502
150       09X327                204        2028590077  3600520900
151       09X555                204        2028590077  3600520900
152       09X199                204        2028730027  3600521302
153       09X204                205        2028660070  3600521502
154       09X232                205        2028660070  3600521502
155       09X303                205        2028660070  3600521502
156       09X365                205        2028660070  3600521502
157       12X102                209        2039210030  3600521601
158       12X531                209        2039210030  3600521601
159       12X536                209        2039210030  3600521601
160       12X691                209        2039210030  3600521601
161       10X306                205        2028620014  3600521700
162       10X331                205        2028620014  3600521700
163       84X419                204                 0  3600521900
164       84X705                204        2028560029  3600521900
165       12X684                206        2040060003  3600522000
166       84X486                204        2024660011  3600522102
167       11X106                209        2039460007  3600522200
168       11X127                209        2039480055  3600522200
169       84X255                209        2039300038  3600522200
170       11X567                209        2039480055  3600522200
171       09X064                204        2028430040  3600522300
172       09X294                204        2028430040  3600522300
173       09X311                204        2028430040  3600522300
174       11X105                211        2042880001  3600522404
175       09X227                204        2028170002  3600522500
176       09X239                204        2028170002  3600522500
177       09X329                204        2028170002  3600522500
178       09X350                204        2028170002  3600522500
179       10X410                204        2028170002  3600522500
180       09X412                204        2028170002  3600522500
181       09X413                204        2028170002  3600522500
182       09X414                204        2028170002  3600522500
183       09X501                204        2028170002  3600522500
184       09X564                204        2028170002  3600522500
185       09X574                204        2028170002  3600522500
186       09X170                204        2028470041  3600522702
187       11X357                211        2042930031  3600522800
188       11X418                211        2042900048  3600522800
189       11X418                211        2042900048  3600522800
190       09X070                204        2027930028  3600522902
191       07X154                201        2022980001   360052300
192       84X364                201        2022980001   360052300
193       84X609                201        2022980101   360052300
194       84X579                211        2040520007  3600523200
195       09X117                205        2028270001  3600523301
196       09X236                205        2028510021  3600523301
197       09X568                205        2028270001  3600523301
198       09X028                205        2028040031  3600523302
199       10X363                205        2031720046  3600523703
200       10X399                205        2031720046  3600523703
201       10X459                205        2031720046  3600523703
202       10X079                205        2031700001  3600523704
203       10X382                205        2031700001  3600523704
204       10X386                205        2031700001  3600523704
205       10X447                205        2031700001  3600523704
206       11X481                211        2040370001  3600523800
207       10X033                205        2031880020  3600523900
208       84X598                205        2031860049  3600523900
209       84X616                205        2031860049  3600523900
210       84X617                205        2031860049  3600523900
211       10X279                205        2031780014  3600524100
212       84X429                205        2028680111  3600524300
213       11X083                211        2041250001  3600524400
214       84X378                211        2040910001  3600524400
215       11X498                211        2040910001  3600524400
216       10X390                205        2032160002  3600524502
217       10X396                205        2032160002  3600524502
218       10X226                205        2032220100  3600524900
219       07X043                201        2022800040   360052500
220       84X394                201                 0   360052500
221       10X091                205        2032080001  3600525100
222       10X091                205        2032080001  3600525100
223       10X206                207        2032090001  3600525300
224       10X015                207        2032240009  3600525500
225       10X291                207        2032240009  3600525500
226       08X071                210        2041710001  3600526602
227       10X307                208        2032480062  3600526701
228       10X315                208        2032500073  3600526702
229       10X310                207        2032390041  3600526900
230       10X143                208        2032530141  3600527300
231       10X237                208        2032530141  3600527300
232       10X244                208        2032530141  3600527300
233       10X360                208        2032530341  3600527300
234       08X093                209        2036520001   360052800
235       84X362                209        2036520001   360052800
236       08X519                209        2036220018   360052800
237       08X537                209        2036220018   360052800
238       08X560                209        2036220018   360052800
239       10X095                208        2032520182  3600528100
240       10X344                208        2032520182  3600528100
241       75X721                211        2041330200  3600528400
242       10X007                208        2057560195  3600528700
243       11X108                211        2042750001  3600528800
244       10X207                208        2057010105  3600528900
245       84X258                208                 0  3600528900
246       84X347                208                 0  3600528900
247       84X499                208                 0  3600528900
248       84X592                208                 0  3600528900
249       10X037                208        2057160725  3600529302
250       10X368                208        2057160725  3600529302
251       84X422                211        2042220005  3600529600
252       84X496                211        2042220005  3600529600
253       84X538                211        2042220005  3600529600
254       11X160                210        2051350200  3600530200
255       84X488                210        2051350200  3600530200
256       10X024                208        2059170140  3600530900
257       10X141                208        2059180376  3600530900
258       10X213                208        1022150080  3600530900
259       10X284                208        1022150080  3600530900
260       10X397                208        1022150080  3600530900
261       84X460                208                 0  3600530900
262       10X475                208        1022150080  3600530900
263       10X477                208        1022150080  3600530900
264       84X539                208        1022150080  3600530900
265       10X546                208        1022150080  3600530900
266       84X553                208        1022150080  3600530900
267       11X144                211        2044930001  3600531000
268       84X484                211        2044930001  3600531000
269       11X566                211        2044930001  3600531000
270       11X097                211        2044740001  3600531400
271       11X089                211        2044440016  3600532400
272       11X288                211        2043580001  3600532400
273       11X299                211        2043580001  3600532400
274       11X415                211        2043580001  3600532400
275       11X508                211        2043580001  3600532400
276       11X509                211        2043580001  3600532400
277       11X541                211        2043580001  3600532400
278       11X542                211        2043580001  3600532400
279       07X065                201        2025710001   360053300
280       84X491                201        2025710001   360053300
281       11X135                211        2044320001  3600533000
282       11X322                211        2044320001  3600533000
283       11X326                211        2044320001  3600533000
284       11X468                211        2044320001  3600533000
285       11X556                211        2044320001  3600533000
286       11X096                211        2043410013  3600533201
287       11X096                211        2043410013  3600533201
288       10X081                208        2058501550  3600533700
289       11X076                211        2045520010  3600534200
290       11X121                211        2045260001  3600534800
291       11X121                211        2045260001  3600534800
292       84X623                201        2025740082     3600535
293       84X208                201        2025760026   360053500
294       84X256                201                 0   360053500
295       07X259                201        2025760026   360053500
296       07X520                201        2025780027   360053500
297       07X557                201        2025760026   360053500
298       84X615                201        2025780027   360053500
299       07X655                201        2025760026   360053500
300       75X754                201        2025780027   360053500
301       12X006                206        2030050010  3600535900
302       75X352                206        2030050010  3600535900
303       12X067                206        2031230003  3600536300
304       12X372                206        2031230003  3600536300
305       84X124                206        2029510032  3600536901
306       12X211                206        2029510032  3600536901
307       12X318                206        2029510032  3600536901
308       12X044                206        2029490064  3600536902
309       12X092                206        2030920014  3600537100
310       12X129                206        2031090001  3600537100
311       12X191                206        2031090001  3600537100
312       12X234                206        2031090001  3600537100
313       12X300                206        2031090001  3600537100
314       12X316                206        2031090001  3600537100
315       12X595                206        2030920014  3600537100
316       11X253                212        2046330040  3600537200
317       11X265                212        2046330040  3600537200
318       11X275                212        2046330040  3600537200
319       11X290                212        2046330040  3600537200
320       11X425                212        2046330040  3600537200
321       11X544                212        2046330040  3600537200
322       11X545                212        2046330040  3600537200
323       12X057                206        2030810026  3600537300
324       12X273                206        2030810026  3600537300
325       11X041                212        2046240015  3600537400
326       10X003                206        2030620043  3600537504
327       10X118                206        2030690001  3600537504
328       10X257                206        2030610055  3600537504
329       10X319                206        2030610055  3600537504
330       09X163                205        2031420048  3600537900
331       10X225                205        2031430043  3600537900
332       10X391                205        2031430043  3600537900
333       10X572                205        2031430043  3600537900
334       10X009                205        2031500010  3600538301
335       10X209                205        2031460075  3600538301
336       10X085                205        2030240021  3600538302
337       10X228                206        2030337501  3600538302
338       10X159                206        2030380065  3600538500
339       11X078                212        2047190001  3600538600
340       10X045                206        2030670001  3600538700
341       10X243                206        2030590001  3600538700
342       10X254                206        2030580003  3600538700
343       10X374                206        2030590001  3600538700
344       10X434                206        2030590001  3600538700
345       10X435                206        2030590001  3600538700
346       10X437                206        2030590001  3600538700
347       10X438                206        2030590001  3600538700
348       10X439                206        2030590001  3600538700
349       10X577                206        2030590001  3600538700
350       07X030                201        2022670015   360053900
351       07X049                201        2023020040   360053900
352       07X179                201        2022840034   360053900
353       07X220                201        2022840034   360053900
354       84X233                201        2023140054   360053900
355       07X369                201        2022840034   360053900
356       84X471                201        2022670015   360053900
357       84X554                201                 0   360053900
358       84X611                201                 0   360053900
359       11X113                212        2046750020  3600539000
360       11X272                212        2046750020  3600539000
361       11X287                212        2046750020  3600539000
362       11X289                212        2046750020  3600539000
363       11X370                212        2046750020  3600539000
364       10X032                206        2030850001  3600539100
365       10X051                206        2030840001  3600539100
366       84X599                206        2030850030  3600539100
367       75X188                206        2031000014  3600539300
368       75X188                206        2031000014  3600539300
369       10X205                206        2031150021  3600539300
370       10X264                206        2031040007  3600539300
371       10X524                206        2031040007  3600539300
372       10X565                206        2031040007  3600539300
373       10X660                206        2031040007  3600539300
374       84X589                212        2048260043  3600539400
375       84X608                212        2048260043  3600539400
376       10X023                206        2030370079  3600539500
377       09X058                206        2029090032  3600539500
378       10X059                206        2030490037  3600539500
379       09X231                206        2029230018  3600539500
380       84X620                206        2030430050  3600539500
381       08X174                209        2034780018    36005400
382       08X282                209        2034780018    36005400
383       08X367                209        2034780018    36005400
384       08X375                209        2034780018    36005400
385       08X119                209        2037890021   360054001
386       08X125                209        2037900040   360054001
387       08X562                209        2037900040   360054001
388       08X583                209        2037330005   360054001
389       10X246                207        2031680027  3600540100
390       11X270                212        2048640035  3600540400
391       11X513                212        2048640035  3600540400
392       11X514                212        2048640035  3600540400
393       10X046                207        2032950001  3600540501
394       10X054                207        2032780014  3600540502
395       11X021                212        2048390039  3600540600
396       10X086                207        2032470070  3600540900
397       10X268                207        2032470070  3600540900
398       10X340                207        2032470015  3600540900
399       10X342                207        2032470070  3600540900
400       10X351                207        2032510201  3600540900
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619       84K774                305        3039690001 36047117000
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831       21K572                313        3068830001  3604730600
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835       21K451                313        3071850020  3604730800
836       21K540                313        3071850020  3604730800
837       75K721                313        3071850020  3604730800
838       16K243                308        3013470001  3604730900
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840       17K122                308        3012160046  3604731100
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846       84K756                308        3012330026  3604731701
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849       84K741                309        3012970026  3604731900
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865       84K357                308        3013700029  3604734300
866       17K390                308        3013700029  3604734300
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868       84K742                308        3013670022  3604734700
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920       21K095                315        3071230066  3604739800
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950       32K383                304        3032980001  3604743100
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1009      14K454                301        3030250001  3604750500
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1066      84K738                315        3074250002  3604762600
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1250      18K617                318        3082220001  3604799000
1251      18K633                318        3082220001  3604799000
1252      18K642                318        3082220001  3604799000
1253      18K276                318        3080340001  3604799600
1254      01M696                103        1003250025   360611002
1255      02M059                106        1013300013  3606110800
1256      02M630                106        1013300013  3606110800
1257      02M267                108        1014180007  3606111000
1258      02M183                108        1014610007  3606111600
1259      84M358                104        1010697501    36061117
1260      02M225                108        1014420001  3606111800
1261      02M449                108        1014420001  3606111800
1262      02M459                108        1014420001  3606111800
1263      02M519                108        1014420001  3606111800
1264      02M565                108        1014420001  3606111800
1265      02M529                105        1009980041  3606111900
1266      02M531                105        1009960021  3606111900
1267      01M110                103        1003310140   360611200
1268      02M017                104        1010380014  3606112700
1269      02M139                104        1010590015  3606112700
1270      84M170                104        1010590015  3606112700
1271      02M212                104        1010380014  3606112700
1272      02M393                104        1010590015  3606112700
1273      02M408                104        1010380014  3606112700
1274      02M507                104        1010590015  3606112700
1275      02M536                104        1010590015  3606112700
1276      02M625                104        1010590015  3606112700
1277      02M051                104        1010730014  3606112900
1278      03M479                104        1010720015  3606112900
1279      03M479                104        1010720015  3606112900
1280      02M425                101        1000510015   360611300
1281      02M489                101        1000520001   360611300
1282      84M707                101        1000157501   360611300
1283      02M158                108        1014890001  3606113200
1284      02M177                108        1014890001  3606113200
1285      02M416                108        1014710005  3606113200
1286      75M035                104        1010430022  3606113300
1287      02M111                104        1010620003  3606113300
1288      02M933                104        1010620003  3606113300
1289      02M167                108        1014300005  3606113400
1290      02M288                104        1010790029  3606113500
1291      02M296                104        1010790029  3606113500
1292      02M300                104        1010790029  3606113500
1293      02M303                104        1010790029  3606113500
1294      02M535                104        1010790029  3606113500
1295      02M542                104        1010790029  3606113500
1296      02M290                108        1015450005  3606113800
1297      02M400                104        1010650001  3606113900
1298      02M400                104        1010650001  3606113900
1299      02M544                104        1010650001  3606113900
1300      02M544                104        1010650001  3606113900
1301      79M573                104        1010650001  3606113900
1302      01M142                103        1003430001   360611402
1303      84M320                103        1003430001   360611402
1304      02M006                108        1014930021  3606114200
1305      02M151                108        1015680008  3606114402
1306      03M452                107        1011520029  3606114700
1307      75M169                108        1015167502  3606114802
1308      02M343                101        1001060009   360611501
1309      02M397                101        1001000001   360611501
1310      03M191                107        1011717510  3606115100
1311      03M283                107        1011570025  3606115100
1312      03M291                107        1011540108  3606115100
1313      03M299                107        1011570025  3606115100
1314      03M307                107        1011570025  3606115100
1315      03M485                107        1011560030  3606115100
1316      03M490                107        1011570025  3606115100
1317      03M492                107        1011570025  3606115100
1318      03M494                107        1011570025  3606115100
1319      03M541                107        1011570025  3606115100
1320      03M859                107        1011390008  3606115300
1321      02M114                108        1015540032  3606115400
1322      02M527                108        1015540015  3606115400
1323      03M199                107        1011580040  3606115500
1324      02M655                108        1015580034  3606115601
1325      04M310                111        1016680001  3606115602
1326      02M077                108        1015240023  3606115801
1327      02M198                108        1015240023  3606115801
1328      02M042                103        1003090001   360611600
1329      02M124                103        1002890001   360611600
1330      02M131                103        1003010003   360611600
1331      02M298                103        1003010003   360611600
1332      02M394                103        1003010003   360611600
1333      03M044                107        1011480014  3606116100
1334      03M087                107        1011490007  3606116100
1335      03M244                107        1011480014  3606116100
1336      03M245                107        1011480014  3606116100
1337      03M247                107        1011480014  3606116100
1338      03M334                107        1011480014  3606116100
1339      04M050                111        1016940001  3606116200
1340      04M099                111        1016930001  3606116200
1341      04M109                111        1016930001  3606116200
1342      04M146                111        1017000001  3606116200
1343      04M224                111        1016930001  3606116200
1344      84M337                111        1016940001  3606116200
1345      84M385                111        1016930001  3606116200
1346      84M433                111        1016930001  3606116200
1347      04M635                111        1016930001  3606116200
1348      04M964                111        1016940001  3606116200
1349      04M038                111        1016520016  3606116400
1350      84M382                111        1016520001  3606116400
1351      04M072                111        1016320011  3606116600
1352      75M401                210        2055310021  3606116600
1353      75M501                210        2055310021  3606116600
1354      04M171                111        1016090007  3606116800
1355      84M204                111        1016100001  3606116800
1356      03M009                107        1012140029  3606116900
1357      03M243                107        1012140029  3606116900
1358      03M402                107        1012150001  3606116900
1359      03M403                107        1012150001  3606116900
1360      03M404                107        1012150001  3606116900
1361      03M417                107        1012150001  3606116900
1362      03M470                107        1012150001  3606116900
1363      84M523                107        1012150001  3606116900
1364      04M012                111        1016560100  3606117000
1365      04M117                111        1016560100  3606117000
1366      04M372                111        1016560100  3606117000
1367      04M495                111        1016540033  3606117000
1368      84M518                111        1016770001  3606117000
1369      84M705                111        1016550038  3606117000
1370      75M811                107        1012300001  3606117100
1371      04M101                111        1016390003  3606117200
1372      04M375                111        1016390003  3606117200
1373      04M610                111        1016340003  3606117200
1374      04M680                111        1016330013  3606117200
1375      84M704                111        1016380057  3606117200
1376      03M166                107        1012190047  3606117300
1377      04M013                111        1016120050  3606117401
1378      04M108                111        1016140021  3606117401
1379      84M168                111        1016120050  3606117401
1380      04M497                111        1016120050  3606117401
1381      04M555                111        1016120050  3606117401
1382      03M084                107        1012050006  3606117700
1383      03M256                107        1012230005  3606117700
1384      03M258                107        1012230005  3606117700
1385      03M333                107        1012230005  3606117700
1386      04M435                111        1017130001  3606117800
1387      04M825                111        1017130001  3606117800
1388      84M202                103                 0   360611800
1389      02M294                103        1004080030   360611800
1390      02M305                103        1004080030   360611800
1391      02M308                103        1004080030   360611800
1392      02M445                103        1004080030   360611800
1393      84M524                103                 0   360611800
1394      02M543                103        1004080030   360611800
1395      02M545                103        1004080030   360611800
1396      04M083                111        1016590012  3606118000
1397      04M102                111        1016840101  3606118000
1398      04M182                111        1016590012  3606118000
1399      04M057                111        1016400139  3606118200
1400      03M075                107        1012530065  3606118300
1401      03M250                107        1012530065  3606118300
1402      03M163                107        1018520099  3606118500
1403      03M185                110        1015950015  3606118600
1404      03M208                110        1015950015  3606118600
1405      84M329                110        1015950015  3606118600
1406      04M155                111        1016890005  3606118800
1407      04M377                111        1016890005  3606118800
1408      03M145                107        1018590001  3606118900
1409      03M421                107        1018590001  3606118900
1410      03M505                107        1018550009  3606118900
1411      03M149                110        1016010001  3606119000
1412      75M162                110        1016010001  3606119000
1413      84M351                110        1016010001  3606119000
1414      04M112                111        1018160001  3606119200
1415      04M206                111        1018160001  3606119200
1416      79M530                412        4119720070  3606119200
1417      03M054                107        1018620011  3606119300
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1419      04M045                111        1017970100  3606119400
1420      04M096                111        1017840012  3606119400
1421      84M335                111        1017970100  3606119400
1422      04M381                111        1017840012  3606119400
1423      04M409                111        1017970100  3606119400
1424      04M695                111        1017970100  3606119400
1425      84M708                111        1017870080  3606119400
1426      03M165                107        1018800013  3606119500
1427      03M246                107        1018800013  3606119500
1428      03M862                107        1018800013  3606119500
1429      04M007                111        1017680021  3606119600
1430      04M406                111        1017680021  3606119600
1431      05M036                109        1018500002  3606119701
1432      75M079                111        1017470001  3606119800
1433      01M188                103        1003560100   360612000
1434      01M196                103        1003560100   360612000
1435      84M330                103        1003560100   360612000
1436      84M380                110        1017210070  3606120000
1437      01M056                103        1002690041    36061201
1438      84M080                103        1002690041    36061201
1439      01M184                103        1002450007    36061201
1440      01M292                103        1002690041    36061201
1441      01M332                103        1002690041    36061201
1442      01M345                103        1002690041    36061201
1443      01M134                103        1002880001    36061202
1444      01M137                103        1002880001    36061202
1445      01M448                103        1002590044    36061202
1446      05M133                111        1017550001  3606120600
1447      05M157                111        1017520022  3606120600
1448      05M285                111        1017520059  3606120600
1449      84M341                111        1017520022  3606120600
1450      84M383                111        1017530139  3606120600
1451      05M436                111        1017520022  3606120600
1452      05M469                111        1017520022  3606120600
1453      05M125                109        1019640012  3606120901
1454      05M125                109        1019640012  3606120901
1455      05M362                109        1019640012  3606120901
1456      05M362                109        1019640012  3606120901
1457      84M726                109        1019640012  3606120901
1458      84M726                109        1019640012  3606120901
1459      05M197                110        1017330017  3606121200
1460      84M350                110        1017330017  3606121200
1461      05M161                109        1019710001  3606121303
1462      84M357                109        1019700042  3606121303
1463      05M517                109        1019670024  3606121303
1464      84M085                110        1017390033  3606121400
1465      03M241                110        1018280015  3606121600
1466      84M279                110        1018280015  3606121600
1467      84M386                110        1018280015  3606121600
1468      05M129                109        1019570010  3606121703
1469      06M223                109        1019570001  3606121703
1470      06M540                109        1019570078  3606121703
1471      05M692                109        1019570200  3606121703
1472      85M088                110        1018300019  3606121800
1473      84M186                110                 0  3606121800
1474      03M415                110        1018300019  3606121800
1475      84M701                110        1019237501  3606121800
1476      84M702                110        1018250017  3606121800
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1479      05M286                109        1019840033  3606121900
1480      05M367                109        1019840033  3606121900
1481      05M369                109        1019840033  3606121900
1482      05M410                109        1019840033  3606121900
1483      03M076                110        1019260017  3606122000
1484      03M242                110        1019060011  3606122000
1485      84M861                110        1019060011  3606122000
1486      01M140                103        1003440001   360612201
1487      01M539                103        1003350001   360612201
1488      05M123                110        1020420035  3606122102
1489      05M148                110        1019600001  3606122102
1490      05M302                110        1019600001  3606122102
1491      05M304                110        1019600001  3606122102
1492      84M482                110        1020420035  3606122102
1493      05M532                110        1019600001  3606122102
1494      05M685                110        1019600001  3606122102
1495      06M192                109        1019880200  3606122301
1496      06M209                109        1019880200  3606122301
1497      06M325                109        1019880200  3606122301
1498      05M195                109        1020010005  3606122302
1499      84M336                109        1020010005  3606122302
1500      05M514                109        1020010005  3606122302
1501      84M065                110        1019320010  3606122400
1502      05M154                110        1019320010  3606122400
1503      84M284                110        1019330020  3606122400
1504      05M092                110        1019390011  3606122600
1505      05M344                110        1019390011  3606122600
1506      84M388                110        1019390011  3606122600
1507      84M481                110        1019390026  3606122600
1508      84M100                109        1020500136    36061227
1509      05M175                110        1019190006  3606122800
1510      05M275                110        1019190006  3606122800
1511      05M670                110        1019400035  3606122800
1512      05M194                110        1020290011  3606123200
1513      84M709                110        1020290011  3606123200
1514      06M153                109        1020780019  3606123300
1515      06M368                109        1020780019  3606123300
1516      05M010                110        1020160100  3606123600
1517      05M200                110        1020160100  3606123600
1518      05M318                110        1020360047  3606123600
1519      05M499                110        1020160100  3606123600
1520      06M210                109        1020840129  3606123700
1521      84M353                109        1020820028  3606123700
1522      02M217                108        1013730001  3606123801
1523      06M028                112        1021070026  3606123900
1524      06M346                112        1021160031  3606124100
1525      05M030                111        1017760020  3606124200
1526      75M138                111        1017760020  3606124200
1527      05M317                111        1017760020  3606124200
1528      84M384                111        1017760020  3606124200
1529      06M164                112        1021110024  3606124301
1530      06M326                112        1021110024  3606124301
1531      06M328                112        1021110024  3606124301
1532      84M338                112        1021110024  3606124301
1533      05M046                110        1021060050  3606124302
1534      06M004                112        1021180022  3606124500
1535      06M008                112        1021120001  3606124900
1536      84M068                112        1021120058  3606124900
1537      06M090                112        1021120058  3606124900
1538      06M319                112        1021120058  3606124900
1539      06M321                112        1021120058  3606124900
1540      06M324                112        1021120058  3606124900
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1542      06M128                112        1021250001  3606125100
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1544      06M552                112        1021230045  3606125100
1545      03M180                110        1019460001  3606125700
1546      84M483                110        1019470023  3606125700
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1548      01M064                103        1003870001   360612601
1549      01M364                103        1003870001   360612601
1550      01M839                103        1003870001   360612601
1551      06M115                112        1021330040  3606126100
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1556      06M348                112        1021550035  3606126900
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1560      06M132                112        1021650026  3606127100
1561      84M203                112        1021670056  3606127100
1562      84M373                112        1021670056  3606127100
1563      06M528                112        1021640032  3606127100
1564      06M187                112        1021790365  3606127300
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1600      02M089                101        1000160221  3606131703
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1602      02M475                101        1000160215  3606131703
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1604      02M276                101        1000160040  3606131704
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1613      84M522                102                 0   360613700
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1623      02M420                106        1009220008   360614800
1624      02M575                106        1009210064   360614800
1625      02M551                101        1000010010    36061500
1626      02M551                101        1000010010    36061500
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1629      02M399                106        1008720057   360615000
1630      02M438                106        1008720057   360615000
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1632      02M533                106        1008720057   360615000
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1656      02M413                105        1008780016   360616800
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1658      02M116                106        1009130007   360617000
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1671      02M313                104        1007420007   360618900
1672      02M392                104        1007420007   360618900
1673      02M419                104        1007420007   360618900
1674      02M422                104        1007420007   360618900
1675      02M437                104        1007420007   360618900
1676      02M440                104        1007420007   360618900
1677      02M605                104        1007420007   360618900
1678      84M263                101        1000220013    36061900
1679      02M316                101        1000220013    36061900
1680      02M316                101        1000220013    36061900
1681      02M418                101        1000290070    36061900
1682      02M580                101        1000220013    36061900
1683      02M580                101        1000220013    36061900
1684      02M896                101        1000220013    36061900
1685      02M896                101        1000220013    36061900
1686      02M600                104        1007740019   360619100
1687      02M570                105        1008050071   360619500
1688      02M033                104        1007240023   360619700
1689      75M723                  0                 0     36061NA
1690      30Q078                402        4000180001    36081100
1691      30Q291                402        4000060008    36081100
1692      30Q301                402        4000060008    36081100
1693      30Q398                403         401242003   360811003
1694      27Q104                414        4156930001 36081100801
1695      27Q260                414        4157360001 36081100802
1696      27Q282                414        4157360001 36081100802
1697      27Q302                414        4157360001 36081100802
1698      27Q309                414        4157360001 36081100802
1699      84Q340                414        4157370010 36081100802
1700      27Q465                414        4157360001 36081100802
1701      84Q170                414        4155640063 36081101001
1702      27Q197                414        4155970001 36081101002
1703      25Q184                407        4057560001 36081101700
1704      25Q209                407        4057340001 36081101700
1705      27Q100                410        4116230001  3608110200
1706      25Q194                407        4047290001 36081102900
1707      30Q122                401        4008800001  3608110300
1708      27Q053                414        4155570025 36081103202
1709      27Q253                414        4155410001 36081103202
1710      27Q319                414        4155570025 36081103202
1711      84Q375                414        4155570025 36081103202
1712      25Q079                407        4046470001 36081103900
1713      25Q021                407        4048030001 36081104700
1714      25Q185                407        4048020001 36081104700
1715      27Q047                414        4153130485 36081107201
1716      26Q041                411        4061210001 36081109700
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1720      25Q025                411        4052610001 36081113900
1721      25Q285                411        4052610001 36081113900
1722      27Q279                409        4093810044  3608111400
1723      27Q650                409        4093810044  3608111400
1724      25Q032                407        4052560001 36081114100
1725      30Q085                401        4008420031  3608111500
1726      84Q385                407                 0 36081115700
1727      25Q240                407        4050020001 36081116100
1728      25Q241                407        4050020001 36081116100
1729      25Q363                407        4050020001 36081116100
1730      25Q460                407        4050020001 36081116100
1731      25Q022                407        4053280001 36081116700
1732      30Q084                401        4007940017  3608111900
1733      25Q107                407        4054460018 36081119500
1734      27Q097                409        4088550020   360811200
1735      27Q334                409        4094350016  3608112000
1736      25Q024                407        4052010021 36081120500
1737      25Q024                407        4052010021 36081120500
1738      25Q163                407        4067260070 36081121500
1739      27Q051                409        4093270026  3608112200
1740      26Q173                408        4069270022 36081122300
1741      25Q200                408        4067890001 36081122701
1742      25Q201                408        4067920100 36081122702
1743      30Q141                401        4008100001  3608112301
1744      27Q369                409        4093210001  3608112400
1745      27Q475                409        4093210001  3608112400
1746      25Q154                408        4068340001 36081125700
1747      25Q168                408        4068260001 36081125700
1748      25Q250                408        4068260001 36081125700
1749      25Q252                408        4068260001 36081125700
1750      75Q255                408        4068260001 36081125700
1751      28Q680                408        4068580001 36081126700
1752      26Q178                408        4072770001 36081127700
1753      27Q090                409        4092040028  3608112800
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1760      75Q004                408        4071280010 36081134700
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1762      26Q046                411        4076190001 36081136700
1763      26Q074                411        4077230001 36081136700
1764      26Q213                411        4076770001 36081137700
1765      26Q203                411        4074820317 36081138501
1766      26Q415                411        4075290001 36081138501
1767      26Q162                411        4074100001 36081140901
1768      75Q177                411        4056740002 36081141700
1769      26Q430                411        4068820001 36081141700
1770      28Q054                409        4092800001  3608114201
1771      26Q031                411        4073160018 36081144700
1772      26Q158                411        4073120001 36081144700
1773      26Q376                411        4073270028 36081144700
1774      25Q130                411        4062030001 36081146300
1775      26Q094                411        4081350029 36081147900
1776      26Q098                411        4080820285 36081148300
1777      30Q070                401        4006960014  3608114900
1778      30Q070                401        4006960014  3608114900
1779      26Q067                411        4082210012 36081150701
1780      30Q010                401        4007140001  3608115100
1781      26Q221                411        4082760620 36081152901
1782      75Q811                411        4083610001 36081152902
1783      28Q055                409        4094770001  3608115400
1784      26Q186                413        4084010375 36081155102
1785      75Q224                413        4084010375 36081155102
1786      28Q161                409        4094910001  3608115600
1787      75Q023                413        4084010001 36081156700
1788      29Q208                413        4078700070 36081156700
1789      26Q266                413        4078700074 36081156700
1790      26Q566                413        4078700072 36081156700
1791      26Q133                413        4086160001 36081157101
1792      26Q115                413        4087170001 36081157902
1793      26Q172                413        4087310004 36081157902
1794      26Q191                413        4088010014 36081157903
1795      75Q993                413        4088010014 36081157903
1796      26Q018                413        4079550002 36081162100
1797      30Q151                401        4007520001  3608116300
1798      30Q364                401        4007380002  3608116300
1799      30Q445                401        4007380002  3608116300
1800      28Q121                410        4116070001  3608117000
1801      27Q155                410        4116730001  3608117600
1802      24Q264                402        4002740001  3608117900
1803      24Q267                402        4002740001  3608117900
1804      24Q299                402        4002740001  3608117900
1805      24Q520                402        4002490001  3608117900
1806      24Q530                402        4002490001  3608117900
1807      24Q610                402        4002260001  3608117900
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1809      27Q096                410        4116940027  3608118000
1810      30Q150                402        4001850001  3608118101
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1812      84Q374                412        4120330010  3608118200
1813      27Q223                412        4120510020  3608118401
1814      27Q123                412        4120190010  3608118402
1815      75Q277                402        4022940026  3608118700
1816      24Q199                402        4002060003  3608118900
1817      24Q600                402        4002280020  3608118900
1818      30Q384                402        4004320008   360811900
1819      30Q502                402        4004380026   360811900
1820      75Q752                412        4119720070  3608119200
1821      28Q160                412        4119420302  3608119600
1822      24Q560                402        4002820001  3608119900
1823      27Q306                409        4089750100   360812000
1824      28Q050                412        4100240012  3608120600
1825      28Q082                412        4096840008  3608121400
1826      28Q099                409        4033600001  3608121600
1827      84Q372                408        4097490036  3608123000
1828      28Q117                408        4097230150  3608123200
1829      28Q217                408        4097240173  3608123200
1830      24Q125                402        4022840006  3608123500
1831      28Q182                412        4097630023  3608123600
1832      28Q896                408        4097070048  3608123600
1833      27Q066                409        4091830001   360812400
1834      27Q254                409        4091770023   360812400
1835      28Q687                412        4100990052  3608124600
1836      30Q011                402        4012390001  3608125100
1837      28Q048                412        4101440047  3608125400
1838      30Q361                402        4012280048  3608125700
1839      28Q008                412        4101780001  3608125800
1840      28Q284                412        4101780001  3608125800
1841      28Q287                412        4101780001  3608125800
1842      28Q040                412        4121510001  3608126000
1843      28Q312                412        4121510001  3608126000
1844      24Q089                404        4015140001  3608127100
1845      30Q149                403        4014410015  3608127300
1846      30Q280                403        4014540018  3608127300
1847      28Q140                412        4123410031  3608127800
1848      28Q690                412        4123350049  3608127800
1849      30Q222                403        4014600034  3608127900
1850      27Q273                409        4092880101   360812800
1851      30Q212                403        4014430019  3608128300
1852      84Q705                403        4012810038  3608128300
1853      84Q342                412                 0  3608128400
1854      30Q145                403        4012520001  3608128500
1855      30Q069                403        4012880001  3608128700
1856      30Q230                403        4012600001  3608128900
1857      30Q152                402        4011840014  3608129300
1858      27Q261                412        4122610001  3608129400
1859      84Q320                412        4122610001  3608129400
1860      27Q346                412        4122610001  3608129400
1861      27Q368                412        4122610001  3608129400
1862      27Q400                412        4122610001  3608129400
1863      84Q359                401        4011360006  3608129700
1864      84Q387                403        4011240001  3608130903
1865      84Q321                401        4003980001   360813100
1866      30Q002                401        4009710001  3608131700
1867      29Q052                413        4133530020  3608132000
1868      29Q231                413        4133310001  3608132000
1869      29Q251                413        4133310001  3608132000
1870      29Q355                413        4133310001  3608132000
1871      29Q356                413        4133310001  3608132000
1872      30Q112                401        4003440001   360813300
1873      30Q555                401        4004040001   360813300
1874      30Q575                401        4004170016   360813300
1875      29Q248                412        4130570056  3608133000
1876      29Q265                412        4130570056  3608133000
1877      29Q272                412        4130570056  3608133000
1878      29Q274                412        4130570056  3608133000
1879      29Q283                412        4130570056  3608133000
1880      29Q420                412        4130570056  3608133000
1881      28Q030                412        4124950065  3608133402
1882      28Q072                412        4124950270  3608133402
1883      28Q080                412        4124950166  3608133402
1884      28Q332                412        4124950270  3608133402
1885      28Q354                412        4124950065  3608133402
1886      30Q148                403        4014190001  3608133900
1887      29Q037                412        4129930118  3608135200
1888      29Q059                412        4127230076  3608135200
1889      84Q339                412        4127230076  3608135200
1890      30Q227                403        4014230001  3608135300
1891      30Q228                403        4014230057  3608135300
1892      30Q228                403        4014230057  3608135300
1893      30Q127                403        4011090016  3608135700
1894      84Q704                413        4130190010  3608135800
1895      30Q329                403        4013770016  3608136100
1896      29Q036                412        4124390032  3608136600
1897      84Q341                412        4124490048  3608136600
1898      84Q380                403        4017020034  3608137300
1899      24Q110                404        4016130017  3608137500
1900      29Q015                412        4126720001  3608137600
1901      30Q092                403        4017140018  3608137700
1902      27Q210                409        4090670001   360813800
1903      27Q316                409        4090640031   360813800
1904      24Q143                403        4017560025  3608138100
1905      24Q330                403        4017250001  3608138100
1906      30Q076                401        4003540001   360813900
1907      27Q065                410        4091210011   360814002
1908      24Q016                404        4019850001  3608140300
1909      24Q307                404        4016080058  3608140700
1910      24Q019                404        4016070001  3608140900
1911      24Q311                404        4016280021  3608140900
1912      24Q311                404        4016280021  3608140900
1913      29Q116                412        4102500001  3608141400
1914      24Q028                404        4020030023  3608141500
1915      27Q064                409        4090530014   360814200
1916      30Q111                401        4003630001   360814300
1917      29Q327                412        4123930001  3608143200
1918      24Q550                404        4019630005  3608143701
1919      24Q014                404        4019540037  3608143900
1920      24Q061                404        4018910032  3608144302
1921      24Q211                404        4018910001  3608144302
1922      29Q268                412        4102150001  3608144400
1923      84Q388                412        4097600050  3608144601
1924      28Q338                412        4097680022  3608144602
1925      28Q349                412        4098130033  3608144602
1926      28Q358                412        4098130033  3608144602
1927      28Q086                408        4097740001  3608144800
1928      28Q505                408        4097740001  3608144800
1929      30Q365                401        4005290002   360814500
1930      30Q450                401        4005290002   360814500
1931      28Q310                408        4098580100  3608145200
1932      28Q325                408        4098580100  3608145200
1933      28Q328                408        4098580100  3608145200
1934      28Q350                408        4098580100  3608145200
1935      28Q470                408        4098580100  3608145200
1936      28Q620                408        4098670002  3608145200
1937      29Q131                408        4098750001  3608145600
1938      24Q013                404        4019010040  3608145700
1939      84Q083                404        4019010026  3608145700
1940      24Q236                404        4018490001  3608146100
1941      24Q366                404        4018490001  3608146100
1942      24Q455                404        4018490001  3608146100
1943      24Q293                404        4016000061  3608146300
1944      24Q296                404        4016000061  3608146300
1945      24Q744                404        4016000061  3608146300
1946      29Q095                412        4099140001  3608146800
1947      29Q238                412        4099190006  3608147000
1948      24Q102                404        4028790031  3608147900
1949      24Q877                404        4024510021  3608147900
1950      29Q326                412        4104430001  3608148000
1951      29Q035                412        4104470007  3608148200
1952      24Q012                402        4013490028  3608148300
1953      24Q007                404        4015380075  3608148500
1954      24Q005                404        4024500017  3608148900
1955      29Q135                413        4105820016  3608149200
1956      24Q058                405        4028020001  3608149302
1957      24Q073                405        4025030031  3608149302
1958      24Q585                405        4028030001  3608149302
1959      29Q118                412        4109260050  3608150400
1960      29Q134                412        4109060001  3608150800
1961      29Q192                412        4109440301  3608150800
1962      29Q259                412        4109440301  3608150800
1963      30Q204                401        4003430001   360815100
1964      30Q258                401        4003430001   360815100
1965      24Q229                405        4024230001  3608151300
1966      29Q136                412        4110180021  3608152000
1967      29Q360                412        4109750001  3608152000
1968      29Q243                413        4110490001  3608153401
1969      29Q313                413        4110490001  3608153401
1970      29Q492                413        4110490001  3608153401
1971      29Q494                413        4110490001  3608153401
1972      29Q496                413        4110490001  3608153401
1973      29Q498                413        4110490001  3608153401
1974      75Q009                405        4026310106  3608153500
1975      24Q305                405        4034280015  3608153900
1976      27Q063                410        4091550025   360815400
1977      29Q109                413        4106260001  3608154200
1978      24Q081                405        4034370001  3608154500
1979      30Q580                401        4006340036   360815500
1980      75Q075                405        4035490044  3608155300
1981      24Q239                405        4035610001  3608155300
1982      24Q077                405        4035630023  3608155500
1983      24Q068                405        4035790001  3608155700
1984      29Q033                413        4107560001  3608156000
1985      29Q295                413        4108130005  3608156800
1986      30Q166                401        4006100001   360815700
1987      30Q501                401        4006390016   360815700
1988      84Q706                401        4006400024   360815700
1989      27Q202                410        4114030001   360815800
1990      27Q308                410        4114030001   360815800
1991      29Q034                413        4111510081  3608158200
1992      24Q088                405        4035340012  3608158500
1993      24Q093                405        4034900001  3608158900
1994      24Q071                405        4034920007  3608159500
1995      24Q290                405        4033650027  3608159500
1996      24Q485                405        4033630001  3608159500
1997      29Q147                413        4113000001  3608159800
1998      24Q153                405        4027320018  3608159900
1999      84Q298                405        4036670023  3608161301
2000      29Q176                413        4128200001  3608161400
2001      29Q270                413        4129730001  3608161800
2002      27Q232                410        4114450001   360816202
2003      24Q087                405        4037820027  3608162100
2004      24Q091                405        4036830001  3608162500
2005      29Q132                413        4129270028  3608162600
2006      24Q119                405        4038120020  3608163301
2007      24Q113                405        4038460040  3608163700
2008      29Q038                413        4132220001  3608163800
2009      28Q167                406        4038860800  3608164500
2010      75Q233                406        4038860800  3608164500
2011      28Q686                406        4038860800  3608164500
2012      29Q156                413        4131700012  3608164600
2013      29Q289                413        4131700012  3608164600
2014      24Q128                405        4030270037  3608165900
2015      29Q138                413        4135780001  3608166000
2016      24Q049                405        4029900045  3608166300
2017      29Q195                413        4136550001  3608166400
2018      84Q337                413        4136400001  3608166400
2019      75Q721                404        4018730050  3608168300
2020      30Q286                401        4005420008   360816900
2021      28Q139                406        4030950050  3608169300
2022      29Q181                413        4137180001  3608169400
2023      28Q174                406        4031340024  3608169702
2024      30Q017                401        4005940001   360817100
2025      30Q300                401        4005940001   360817100
2026      28Q190                406        4031720002  3608171305
2027      28Q206                406        4020830123  3608171702
2028      28Q206                406        4020830123  3608171702
2029      28Q157                406        4021260014  3608172100
2030      28Q175                406        4021280014  3608172100
2031      28Q101                406        4032700001  3608172300
2032      28Q144                406        4032120001  3608172900
2033      30Q234                401        4005920015   360817300
2034      30Q234                401        4005920015   360817300
2035      30Q235                401        4005920015   360817300
2036      30Q235                401        4005920015   360817300
2037      28Q303                406        4022180021  3608173900
2038      28Q220                406        4021430001  3608174500
2039      28Q440                406        4021890002  3608174700
2040      28Q196                406        4022480100  3608175702
2041      30Q126                401        4005530001   360817700
2042      25Q164                408        4066060002  3608177902
2043      25Q792                408        4066290035  3608177903
2044      25Q165                408        4066970012  3608177906
2045      25Q670                408        4068090056  3608177908
2046      27Q045                412        4121040001  3608178800
2047      25Q244                407        4051370043  3608179701
2048      25Q120                407        4063730001  3608180301
2049      25Q219                408        4065070001  3608180900
2050      25Q425                408        4065070001  3608180900
2051      25Q499                408        4065070150  3608180900
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2053      30Q171                401        4005370014   360818300
2054      27Q226                410        4117140100  3608184000
2055      27Q297                410        4117140100  3608184000
2056      27Q314                410        4117140100  3608184000
2057      25Q237                407        4051470001  3608184500
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2059      27Q124                410        4118820001  3608184602
2060      84Q304                401        4003520001   360818500
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2062      25Q020                407        4050470001  3608185500
2063      27Q137                410        4091720001   360818600
2064      25Q189                407        4050510027  3608186300
2065      25Q263                407        4050510027  3608186300
2066      27Q377                410        4115580001   360818800
2067      27Q377                410        4115580001   360818800
2068      27Q146                410        4141680016  3608188400
2069      25Q214                407        4044130020  3608188901
2070      25Q242                407        4043710173  3608188901
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2072      27Q207                410        4140090060  3608189200
2073      25Q029                407        4042290014  3608190700
2074      25Q379                407        4040890045    36081925
2075      27Q114                414        4162570001  3608192800
2076      27Q180                414        4161590012  3608193800
2077      27Q225                414        4161810001  3608193800
2078      27Q262                414        4161670099  3608193800
2079      27Q317                414        4161810001  3608193800
2080      27Q318                414        4161810001  3608193800
2081      27Q323                414        4161590012  3608193800
2082      27Q324                414        4161670099  3608193800
2083      27Q351                414        4161670099  3608193800
2084      84Q373                414        4161670099  3608193800
2085      27Q410                414        4161670099  3608193800
2086      27Q370                410        4095220032   360819400
2087      27Q370                410        4095220032   360819400
2088      27Q480                410        4095220032   360819400
2089      27Q480                410        4095220032   360819400
2090      27Q183                414        4161120001  3608194202
2091      25Q129                407        4039760001  3608194500
2092      27Q108                410        4114750011   360819600
2093      27Q042                414        4160390014  3608196400
2094      27Q352                414        4160390014  3608196400
2095      27Q105                414        4159740003  3608197203
2096      27Q198                414        4158940011  3608197204
2097      27Q333                414        4158940011  3608197204
2098      25Q193                407        4045380001  3608198700
2099      27Q106                414        4158610035  3608199200
2100      25Q169                407        4058650050  3608199704
2101      25Q294                407        4058650050  3608199704
2102      27Q215                414        4157720031  3608199801
2103      27Q362                414        4157720031  3608199801
2104      27Q043                414        4158200001  3608199802
2105      75Q256                  0                 0     36081NA
2106      84Q386               NULL              NULL   36081NULL
2107      31R018                501        5001760010  3608510500
2108      31R010                501        5000180015   360851100
2109      31R016                501        5000180015   360851100
2110      31R074                501        5000180006   360851100
2111      31R052                502        5037050001  3608511201
2112      31R002                502        5036960100  3608511202
2113      31R038                502        5037320006  3608511202
2114      31R440                502        5039300010  3608511202
2115      31R045                501        5002760007  3608512100
2116      31R041                502        5036450007  3608512200
2117      31R027                501        5003080001  3608512500
2118      31R024                503        5051530108  3608513203
2119      31R053                503        5051060001  3608513203
2120      31R050                503        5047160060  3608513204
2121      31R605                502        5042440001  3608513400
2122      31R023                503        5043730001  3608513800
2123      31R019                501        5002270024  3608514100
2124      84R070                503        5055200145  3608514604
2125      75R037                503        5045860001  3608514605
2126      31R032                503        5054440012  3608514608
2127      31R029                501        5003310001  3608514700
2128      31R008                503        5052210001  3608515601
2129      31R055                503        5053360001  3608515602
2130      31R036                503        5062620012  3608517005
2131      31R004                503        5060250030  3608517010
2132      31R075                503        5060500002  3608517010
2133      31R042                503        5056050001  3608517012
2134      31R005                503        5065660001  3608517600
2135      84R076                502        5006830001  3608517700
2136      31R080                502        5006830001  3608517700
2137      31R460                502        5009550100  3608518100
2138      31R003                503        5067960044  3608519800
2139      31R007                503        5065440001  3608519800
2140      75R025                503        5076640001  3608519800
2141      31R455                503        5066130001  3608519800
2142      31R039                502        5030970014   360852002
2143      31R030                501        5004230009  3608520100
2144      31R020                501        5010200001  3608520700
2145      84R073                501        5010840062  3608520700
2146      31R056                503        5070440001  3608520801
2147      31R065                501        5005060081   360852100
2148      84R071                501        5005170030   360852100
2149      31R021                501        5011350001  3608521300
2150      31R445                501        5011210001  3608521300
2151      31R062                503        5070920039  3608522600
2152      31R044                501        5012180001  3608523100
2153      31R001                503        5078980001  3608524401
2154      31R006                503        5077600001  3608524401
2155      31R034                503        5078940001  3608524401
2156      31R068                501        5010650007  3608524700
2157      31R051                501        5014780500  3608525100
2158      75R721                501        5005340075   360852700
2159      31R054                502        5019870104  3608527302
2160      31R047                502        5024500320  3608527702
2161      31R058                502        5024500305  3608527702
2162      31R063                502        5024500320  3608527702
2163      31R064                502        5024500320  3608527702
2164      31R069                502        5023660073  3608527705
2165      31R072                502        5023640001  3608527706
2166      31R014                501        5005450110   360852900
2167      31R028                501        5005560080   360852900
2168      31R049                501        5005560080   360852900
2169      31R078                501        5005450110   360852900
2170      31R026                502        5026340001  3608529102
2171      84R012                502        5021650200  3608529103
2172      84R067                502        5021650200  3608529103
2173      31R060                502        5015800044  3608529104
2174      84R077                502        5015600015  3608529104
2175      31R861                501        5016530001  3608530301
2176      31R022                501        5017060001  3608530302
2177      31R057                501        5028880040   360854000
2178      31R470                501        5028850001   360854000
2179      31R035                501        5006100127   360854700
2180      31R009                502        5031710001   360855000
2181      31R048                502        5031680004   360855000
2182      31R046                502        5032430001   360856400
2183      31R061                501        5001000100   360856700
2184      31R059                501        5000140032    36085700
2185      31R450                501        5000220001    36085700
2186      31R013                501        5028520001    36085800
2187      75R373                501        5000730064   360858100
2188      31R031                501        5000490182    36085900
2189      31R600                501        5000190004    36085900
2190      31R011                502        5033030018   360859602
[1] 971
# A tibble: 4 x 37
# Groups:   ctny_cname [2]
  STATEFP.x COUNTYFP.x TRACTCE.x AFFGEOID.x GEOID NAME.x LSAD.x ALAND.x AWATER.x
  <chr>     <chr>      <chr>     <chr>      <chr> <chr>  <chr>  <chr>   <chr>   
1 36        047        000301    1400000US~ 3604~ 3.01   CT     200994  0       
2 36        047        030100    1400000US~ 3604~ 301    CT     194432  0       
3 36        047        000501    1400000US~ 3604~ 5.01   CT     83724   0       
4 36        047        050100    1400000US~ 3604~ 501    CT     172687  0       
# ... with 28 more variables: STCNTY <dbl>, COUNTY <chr>, LOCATION <chr>,
#   FIPS <chr>, RPL_THEME1 <dbl>, RPL_THEME2 <dbl>, RPL_THEME3 <dbl>,
#   RPL_THEME4 <dbl>, RPL_THEMES <dbl>, cat <ord>, STATEFP.y <chr>,
#   COUNTYFP.y <chr>, TRACTCE.y <chr>, AFFGEOID.y <chr>, NAME.y <chr>,
#   LSAD.y <chr>, ALAND.y <chr>, AWATER.y <chr>, GEOID.1 <dbl>, year <dbl>,
#   msaname15 <chr>, countyfips <dbl>, c5_ED_nat <chr>, c5_HE_nat <chr>,
#   c5_SE_nat <chr>, c5_COI_nat <ord>, x <chr>, ctny_cname <chr>
[1] 2164
[1] 180
[1] 1984
[1] 791
[1] 5
[1] NA
[1] 0
---
title: "Assessment of Social Vulnerability and Child Opportunity before COVID19"
output: 
  flexdashboard::flex_dashboard:
    storyboard: true
    source: embed
---

```{r setup, include=FALSE, cache=TRUE}
# Load packages
library(readr) # input/output
library(RSocrata) # input/output
library(dplyr) # data manipulation
library(reshape) # data manipulation
library(tidyverse) # data manipulation
library(DescTools) # data manipulation
library(tigris) # geospatial data
library(sp) # visualization
library(htmlwidgets) # visualization
library(leaflet) # visualization
library(ggplot2) # visualization
library(flexdashboard) # visualization
library(ggpubr) # visualization

# Load data 
ds_svi <- read_csv("../RawData/Social Vulnerability.csv", col_types=cols("FIPS"=col_character()))
ds_county_svi <- read_csv("../RawData/svi_ny_county.csv", col_types=cols("FIPS"=col_character()))
nyc_zips <- read_csv("../RawData/nyc_zips.csv")
child_opp <- read_csv("../RawData/ny_child_opp.csv")
covid <- read_csv("https://raw.githubusercontent.com/nychealth/coronavirus-data/master/tests-by-zcta.csv")
covid_boro <- read_csv("https://raw.githubusercontent.com/nychealth/coronavirus-data/master/boro.csv")
roster <- read_csv("../RawData/Schools Roster.csv")
schools <- read.socrata("https://data.cityofnewyork.us/resource/wg9x-4ke6.json")
# NYS county spatial data
options(tigris_use_cache = TRUE)
county_sp <- counties(state="NY")
# NYS census tract spatial data
tracts <- tracts(state = 'NY', cb=TRUE)
# NY + NJ zip spatial data
zctas_ny<-zctas(cb=TRUE, starts_with=c("10","11"))

# creating the nyc county spatial
nyc_cfips<-c("36005", "36047","36061", "36085", "36081" )
svi_county<-ds_county_svi%>%filter(FIPS %in% nyc_cfips)
county_sp <- county_sp[county_sp@data$GEOID %in% nyc_cfips,] # nyc county fips only

# borough to county
covid_boro<-covid_boro%>%mutate(COUNTY=ifelse(BOROUGH_GROUP=='The Bronx','Bronx', ifelse(BOROUGH_GROUP=='Brooklyn','Kings', ifelse(BOROUGH_GROUP=='Manhattan','New York', ifelse(BOROUGH_GROUP=='Queens', 'Queens', ifelse(BOROUGH_GROUP=='Staten Island','Richmond', 'NA')))))) 


# creating svi by census tract spatial
col_svi <- c("STCNTY","COUNTY", "LOCATION", "FIPS","RPL_THEME1","RPL_THEME2","RPL_THEME3","RPL_THEME4","RPL_THEMES") # select relevant svi variables
ds_svi <- ds_svi[col_svi]
ds_svi$RPL_THEMES[ds_svi$RPL_THEMES==-999]<-0


counties_nyc <- c("New York", "Kings", "Bronx", "Richmond", "Queens") # nyc counties only
ds_svi <- ds_svi %>% # assigning vulnerability cat based on quantiles
  filter(COUNTY %in% counties_nyc) %>% 
  mutate(cat = case_when(
    RPL_THEMES >= 0.84460 ~ "Highest Vulnerability",
    RPL_THEMES >= 0.65910 & RPL_THEMES < 0.84460 ~ "High Medium Vulnerability",
    RPL_THEMES >= 0.39635 & RPL_THEMES < 0.65910 ~ "Low Medium Vulnerability",
    RPL_THEMES >= 0.000 & RPL_THEMES < 0.39635 ~ "Lowest Vulnerability"
  ))

ds_svi$cat <- ordered(ds_svi$cat, levels = c("Lowest Vulnerability", "Low Medium Vulnerability", "High Medium Vulnerability", "Highest Vulnerability")) # order levels of svi cat


svi_tracts <- geo_join(tracts, ds_svi, "GEOID", "FIPS")
svi_tracts <- svi_tracts[svi_tracts@data$COUNTY %in% counties_nyc,] # nyc counties only


# creating covid by zip spatial 
nyc_zips<-separate_rows(nyc_zips, `ZIP Codes`, convert=FALSE)# separate csv into individual rows
colnames(nyc_zips)[3]<-"ZIP"
x<-nyc_zips$ZIP
nyc_zips<-zctas_ny[zctas_ny@data$ZCTA5CE10 %in% x, ] # nyc zips only
nyc_covid<-geo_join(nyc_zips, covid, "ZCTA5CE10", "MODZCTA")


# creating child opportunity index spatial
y<-c(2,3,6,7,15:18) # select variables
child_opp<-child_opp[y]
colnames(child_opp)[1]<-"GEOID" 
child_opp$c5_COI_nat<-as.factor(child_opp$c5_COI_nat) 
child_opp$c5_COI_nat<-ordered(child_opp$c5_COI_nat, levels=c("Very Low", "Low", "Moderate", "High", "Very High")) # set factor order in plot value
merge_opp<-geo_join(tracts, child_opp, "GEOID", "GEOID")
merge_opp<-merge_opp[merge_opp@data$countyfips %in% nyc_cfips,] # only NYC County FIPS


# lat lng convert to numeric
schools$longitude <- as.numeric(schools$longitude)
schools$latitude <- as.numeric(schools$latitude)
```


### Interactive Leaflet Test of SVI, COI, COVID, and Geo boundaries

```{r, cache=TRUE}
# Layer 1 - COVID by ZIP options
popup1 <- paste0("Zip Code: ", nyc_covid$ZCTA5CE10, "
", "Percent Positive Cases: ", nyc_covid$zcta_cum.perc_pos) pal1 <- colorNumeric(palette = "YlGnBu", domain= nyc_covid$zcta_cum.perc_pos) # Layer 2 - SVI by Census Tract options popup2 <- paste0("GEOID: ", svi_tracts$GEOID, "
", "Social Vulnerability Index: ", svi_tracts$RPL_THEMES,"
", "COUNTY: ", svi_tracts$COUNTY) pal2 <- colorFactor(palette = "YlGnBu", domain = svi_tracts$cat) # Layer 3 - Child Opportunity Index popup3 <- paste0("GEOID: ", merge_opp$GEOID, "
", "Child Opportunity Level: ", merge_opp$c5_COI_nat,"
", "COUNTY: ", merge_opp$msaname15) pal3 <- colorFactor(palette = "YlGnBu", domain = merge_opp$c5_COI_nat, reverse = TRUE) # Layer 4 - SMH Layer popup4 <- paste0("School Name: ", schools$location_name, "
","DBN: ", schools$system_code, "
","Address: ", schools$primary_address_line_1) # Label Text labels <- sprintf( "Zip code: %s
Perc. Positive: %g", nyc_covid$ZCTA5CE10, nyc_covid$zcta_cum.perc_pos ) %>% lapply(htmltools::HTML) labels2 <- sprintf( "Zip code: %s", nyc_zips$ZCTA5CE10) %>% lapply(htmltools::HTML) labels3 <- sprintf( "County: %s", county_sp$NAME) %>% lapply(htmltools::HTML) labels4 <- sprintf( "School Name: %s", schools$location_name) %>% lapply(htmltools::HTML) # Add Labels label_Options <- labelOptions(style = list("font-weight" = "normal", padding = "3px 8px"), textsize = "15px", direction = "auto") # Add highlights highlight_Options <- highlightOptions(color = "white", weight = 2, fillOpacity = 0.9, bringToFront = TRUE) highlight_Options2 <- highlightOptions(color = "white", weight = 2, bringToFront = TRUE) p <- leaflet() %>% # Base Groups addProviderTiles("CartoDB.Positron", group = "Positron") %>% addTiles(group = "default") %>% addProviderTiles(providers$Stamen.TonerLite, group = "Toner Lite") %>% # Overlay Groups addCircleMarkers(data=schools, # school layer lat = schools$latitude, lng = schools$longitude, weight = 2, radius = 2, stroke = FALSE, fillOpacity = 1.0, label = labels4, popup = popup4, group = "NYC Schools") %>% addPolygons(data = nyc_covid, # NYC ZIPS + COVID19 % Positive fillColor = ~pal1(zcta_cum.perc_pos), weight =2, color = "black", fillOpacity = 0.7, popup = popup1, label = labels, labelOptions = label_Options, highlightOptions = highlight_Options, group = "COVID19 % Positive") %>% addPolygons(data = svi_tracts, # SVI by Census Tracts fillColor = ~pal2(cat), color = "black", fillOpacity = 0.7, weight = 1, smoothFactor = 0.2, popup = popup2, highlightOptions = highlight_Options, group = "Social Vulnerability Index") %>% addPolygons(data = merge_opp, # Child Opportunity Index by Census Tracts fillColor = ~pal3(c5_COI_nat), color = "#b2aeae", fillOpacity = 0.7, weight = 1, smoothFactor = 0.2, popup = popup3, highlightOptions = highlight_Options, group = "Child Opportunity Index") %>% addPolygons(data = nyc_zips, # NYC Zip Codes weight =2, color= "black", fillOpacity = 0, label = labels2, labelOptions = label_Options, highlightOptions = highlight_Options2, group = "zips") %>% addPolygons(data = county_sp, # NY County Boundaries color = "black", fillOpacity = 0, weight = 2, label = labels3, labelOptions = label_Options, highlightOptions = highlight_Options2, group = "county") %>% setView(lng = "-73.935242", lat = "40.730610", zoom = 10) %>% # Layers control addLayersControl( baseGroups = c("Positron", "default", "Toner Lite"), overlayGroups = c("NYC Schools", "COVID19 % Positive", "Social Vulnerability Index", "Child Opportunity Index", "zips", "county"), options = layersControlOptions(collapsed = FALSE) ) %>% addLegend(pal = pal1, values = nyc_covid$zcta_cum.perc_pos, position = "bottomleft", title = "Percent Positive", labFormat = labelFormat(suffix = "%"), group = "COVID19 % Positive") %>% addLegend(pal = pal2, values = svi_tracts$cat, position = "bottomright", title = "Social Vulnerability Index", group = "Social Vulnerability Index") %>% addLegend(pal = pal3, values = merge_opp$c5_COI_nat, position = "topright", title = "Child Opp", group = "Child Opportunity Index") %>% hideGroup(c("COVID19 % Positive", "Child Opportunity Index", "zips", "county", "NYC Schools" )) p ``` *** This is a test display of an interactive leaflet in a flexdashboard. The leaflet contains NYC specific data on Social Vulnerability, Child Opportunity, and County/Census/Zip geographic boundaries. - Positron, default, and Toner lite are different choices of basemap. - COVID, SVI, and COI layers are best viewed one at a time. The overlay of these layers will need to be thought through. - The zips layer can be used with the SVI and COI layers to get a sense of zip boundaries. - The county layer can be used with any to get a sense of county boundaries. ### Scatter plot of Social Vulnerability percentile ranks of each Census Tract by County ```{r, echo=FALSE} ds_svi %>% ggplot(aes(x=LOCATION, y=RPL_THEMES)) + geom_point(alpha=0.5) + facet_grid(~ COUNTY) ``` *** The following is a scatter plot of Social Vulnerability by Census Tract by County. Alpha reduced to show overlap/density. From the clustering of points, we can see that majority of the census tracts within the Bronx County are ranked high in social vulnerability, tracts in Kings and Queens county show relatively the same story, but with a greater level of distribution in social vulnerability, tracts in New York and Richmond counties are relatively dispersed. ### Stacked bar chart of the proportion of Social Vulnerability categories ```{r, echo=FALSE} datm <- ds_svi %>% # number of tracts in SVI cats by county group_by(COUNTY, cat) %>% summarize(count=n()) %>% cast(COUNTY ~ cat) dat <- datm %>% # reshape for plotting mutate(Counties = factor(COUNTY)) %>% gather(variable, value, -Counties) %>% slice(6:n()) dat$variable <- ordered(dat$variable, levels = c("Lowest Vulnerability", "Low Medium Vulnerability", "High Medium Vulnerability", "Highest Vulnerability")) # order factor for plotting dat %>% # stacked bar chart mutate(value=as.numeric(value)) %>% ggplot(aes(x = Counties, y = value, fill = forcats::fct_rev(variable))) + geom_bar(position = "fill",stat = "identity") + scale_y_continuous(labels = scales::percent_format()) ``` *** The following is a stacked bar chart of the proportion of each of the SVI categories by County. This shows the same story as the scatter plot but in proportions . ```{r} svi_opp <- left_join(svi_tracts@data, merge_opp@data, by="GEOID") svi_opp %>% select(cat, c5_COI_nat) %>% count(cat, c5_COI_nat) %>% arrange(desc(cat)) %>% mutate(perc_total=(n/sum(n))*100) schools$STCNY[substr(schools$system_code, 3, 3) == "K"] <- "36047" # Kings schools$STCNY[substr(schools$system_code, 3, 3) == "X"] <- "36005" # Bronx schools$STCNY[substr(schools$system_code, 3, 3) == "Q"] <- "36081" # Queens schools$STCNY[substr(schools$system_code, 3, 3) == "M"] <- "36061" # New York schools$STCNY[substr(schools$system_code, 3, 3) == "R"] <- "36085" # Richmond schools$census_tract <- sub("[.]", "", schools$census_tract) schools$ctny_cname <- paste0(schools$STCNY, schools$census_tract) # Census county + abv tract # use str as sub for NA value in ctnycname identifier svi_tracts$LOCATION <- str_replace_all(svi_tracts$LOCATION, fixed(" "), "") svi_opp$x <- substr(svi_tracts$LOCATION, 12, (StrPos(svi_tracts$LOCATION, ","))-1) svi_opp$NAME.y <- ifelse(is.na(svi_opp$NAME.y), svi_opp$x, svi_opp$NAME.y) svi_opp$NAME.y <- sub("[.]", "", svi_opp$NAME.y) # remove "." in svi_opp's abv tract svi_opp$ctny_cname <- paste0(svi_opp$STCNTY, svi_opp$NAME.y) # concat to join schools schools %>% select(system_code, community_district, borough_block_lot, ctny_cname) %>% arrange(ctny_cname) n_distinct(schools$ctny_cname) svi_opp %>% group_by(ctny_cname) %>% filter(n()>1) n_distinct(svi_opp$ctny_cname) a <- svi_opp$ctny_cname a <- unique(a) b <- schools$ctny_cname b <- unique(b) #no period #period length(intersect(a,b)) # what's in common - 18 values 180 length(setdiff(a,b)) # what's different in a - 2148 values 1984 length(setdiff(b,a)) # what's different in b - 954 values 791 c <- svi_opp$countyfips c <- unique(c) d <- schools$STCNY d <- unique(d) length(intersect(c,d)) # what's in common setdiff(c,d) # what's different in c length(setdiff(d,c)) # what's different in d #school_tracts <- left_join(schools, svi_opp, by) ```